Scalable Deep-Learning-Accelerated Topology Optimization for Additively Manufactured Materials. - Sirui Bi; Jiaxin Zhang 005; Guannan Zhang (CoRR, 2020)

A Scalable Gradient Free Method for Bayesian Experimental Design with Implicit Models. - Jiaxin Zhang 005; Sirui Bi; Guannan Zhang (AISTATS, 2021)

A Hybrid Gradient Method to Designing Bayesian Experiments for Implicit Models. - Jiaxin Zhang 005; Sirui Bi; Guannan Zhang (CoRR, 2021)

Atomic structure generation from reconstructing structural fingerprints. - Victor Fung; Shuyi Jia; Jiaxin Zhang 005; Sirui Bi; Junqi Yin; Panchapakesan Ganesh (Mach. Learn. Sci. Technol., 2022)

Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling. - Sirui Bi; Victor Fung; Jiaxin Zhang 005 (AAAI, 2023)

On the Quantification of Image Reconstruction Uncertainty without Training Data. - Jiaxin Zhang 005; Sirui Bi; Victor Fung (WACV, 2024)